INFERENCE FOR THE BINOMIAL N-PARAMETER - A HIERARCHICAL BAYES APPROACH

成果类型:
Article
署名作者:
RAFTERY, AE
刊物名称:
BIOMETRIKA
ISSN/ISSBN:
0006-3444
DOI:
10.1093/biomet/75.2.223
发表日期:
1988
页码:
223228
关键词:
摘要:
A hierarchical Bayes approach to the problem of estimating N in the binomial distribution is presented. This provides a simple and flexible way of specifying prior information, and also allows a convenient representation of vague prior knowledge. It yields solutions to the problems of interval estimation, prediction and decision making, as well as that of point estimation. The Bayes estimator compares favourably with the best, previously proposed, point estimators in the literature.